Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	73861
Missing cells	282044
Missing cells (%)	16.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.0 MiB
Average record size in memory	184.0 B

Variable types

Numeric	16
Text	5
Categorical	2

Alerts

`BeerID` is highly overall correlated with `UserId`	High correlation
`Size(L)` is highly overall correlated with `BoilSize`	High correlation
`OG` is highly overall correlated with `FG` and 3 other fields	High correlation
`FG` is highly overall correlated with `OG` and 2 other fields	High correlation
`ABV` is highly overall correlated with `OG` and 1 other fields	High correlation
`BoilSize` is highly overall correlated with `Size(L)`	High correlation
`BoilGravity` is highly overall correlated with `OG` and 3 other fields	High correlation
`MashThickness` is highly overall correlated with `BrewMethod`	High correlation
`UserId` is highly overall correlated with `BeerID`	High correlation
`SugarScale` is highly overall correlated with `OG` and 2 other fields	High correlation
`BrewMethod` is highly overall correlated with `MashThickness`	High correlation
`SugarScale` is highly imbalanced (82.7%)	Imbalance
`BoilGravity` has 2990 (4.0%) missing values	Missing
`MashThickness` has 29864 (40.4%) missing values	Missing
`PitchRate` has 39252 (53.1%) missing values	Missing
`PrimaryTemp` has 22662 (30.7%) missing values	Missing
`PrimingMethod` has 67101 (90.8%) missing values	Missing
`PrimingAmount` has 69087 (93.5%) missing values	Missing
`UserId` has 50490 (68.4%) missing values	Missing
`BeerID` is uniformly distributed	Uniform
`BeerID` has unique values	Unique
`URL` has unique values	Unique
`IBU` has 4159 (5.6%) zeros	Zeros

Reproduction

Analysis started	2023-11-18 22:05:04.665901
Analysis finished	2023-11-18 22:05:58.819737
Duration	54.15 seconds
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

BeerID
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	73861
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36931

Minimum	1
Maximum	73861
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	1
5-th percentile	3694
Q1	18466
median	36931
Q3	55396
95-th percentile	70168
Maximum	73861
Range	73860
Interquartile range (IQR)	36930

Descriptive statistics

Standard deviation	21321.978
Coefficient of variation (CV)	0.57734636
Kurtosis	-1.2
Mean	36931
Median Absolute Deviation (MAD)	18465
Skewness	0
Sum	2.7277606 × 10⁹
Variance	4.5462677 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
49338	1	< 0.1%
49246	1	< 0.1%
49245	1	< 0.1%
49244	1	< 0.1%
49243	1	< 0.1%
49242	1	< 0.1%
49241	1	< 0.1%
49240	1	< 0.1%
49239	1	< 0.1%
Other values (73851)	73851	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
73861	1	< 0.1%
73860	1	< 0.1%
73859	1	< 0.1%
73858	1	< 0.1%
73857	1	< 0.1%
73856	1	< 0.1%
73855	1	< 0.1%
73854	1	< 0.1%
73853	1	< 0.1%
73852	1	< 0.1%

Name
Text

Distinct	59147
Distinct (%)	80.1%
Missing	2
Missing (%)	< 0.1%
Memory size	577.2 KiB

Length

Max length	83
Median length	44
Mean length	16.814877
Min length	1

Characters and Unicode

Total characters	1241930
Distinct characters	166
Distinct categories	16 ?
Distinct scripts	2 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55541 ?
Unique (%)	75.2%

Sample

1st row	Vanilla Cream Ale
2nd row	Southern Tier Pumking clone
3rd row	Zombie Dust Clone - EXTRACT
4th row	Zombie Dust Clone - ALL GRAIN
5th row	Bakke Brygg Belgisk Blonde 50 l

Value	Count	Frequency (%)
ale	10438	4.9%
ipa	9265	4.3%
	4438	2.1%
pale	4369	2.0%
stout	4221	2.0%
clone	2915	1.4%
porter	2276	1.1%
red	2158	1.0%
saison	2129	1.0%
the	1949	0.9%
Other values (31626)	169520	79.3%

Most occurring characters

Value	Count	Frequency (%)
	140990	11.4%
e	121894	9.8%
a	75085	6.0%
r	64729	5.2%
o	62113	5.0%
l	61823	5.0%
i	59152	4.8%
n	54303	4.4%
t	52959	4.3%
s	42448	3.4%
Other values (156)	506434	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	811751	65.4%
Uppercase Letter	232156	18.7%
Space Separator	140990	11.4%
Decimal Number	27532	2.2%
Other Punctuation	17204	1.4%
Dash Punctuation	6004	0.5%
Open Punctuation	2976	0.2%
Close Punctuation	2793	0.2%
Connector Punctuation	281	< 0.1%
Math Symbol	145	< 0.1%
Other values (6)	98	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	121894	15.0%
a	75085	9.2%
r	64729	8.0%
o	62113	7.7%
l	61823	7.6%
i	59152	7.3%
n	54303	6.7%
t	52959	6.5%
s	42448	5.2%
u	25132	3.1%
Other values (50)	192113	23.7%

Uppercase Letter

Value	Count	Frequency (%)
A	33065	14.2%
P	24700	10.6%
S	22413	9.7%
B	21726	9.4%
I	17012	7.3%
C	14442	6.2%
R	10598	4.6%
M	9446	4.1%
H	9284	4.0%
D	7826	3.4%
Other values (34)	61644	26.6%

Other Punctuation

Value	Count	Frequency (%)
.	5809	33.8%
'	4742	27.6%
#	1891	11.0%
/	1470	8.5%
?	1364	7.9%
!	560	3.3%
&	474	2.8%
:	332	1.9%
"	316	1.8%
%	112	0.7%
Other values (8)	134	0.8%

Decimal Number

Value	Count	Frequency (%)
1	6634	24.1%
2	5597	20.3%
0	5205	18.9%
5	2316	8.4%
3	1876	6.8%
7	1536	5.6%
6	1390	5.0%
4	1380	5.0%
8	925	3.4%
9	673	2.4%

Math Symbol

Value	Count	Frequency (%)
+	108	74.5%
\|	21	14.5%
~	9	6.2%
=	5	3.4%
<	1	0.7%
>	1	0.7%

Other Symbol

Value	Count	Frequency (%)
°	19	82.6%
™	2	8.7%
®	1	4.3%
¦	1	4.3%

Dash Punctuation

Value	Count	Frequency (%)
-	5995	99.9%
–	6	0.1%
—	3	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2919	98.1%
[	55	1.8%
{	2	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	2737	98.0%
]	53	1.9%
}	3	0.1%

Currency Symbol

Value	Count	Frequency (%)
$	19	86.4%
£	2	9.1%
€	1	4.5%

Control

Value	Count	Frequency (%)
	4	44.4%
	3	33.3%
	2	22.2%

Other Number

Value	Count	Frequency (%)
²	3	50.0%
³	2	33.3%
½	1	16.7%

Modifier Symbol

Value	Count	Frequency (%)
`	24	82.8%
^	5	17.2%

Other Letter

Value	Count	Frequency (%)
º	7	77.8%
ª	2	22.2%

Space Separator

Value	Count	Frequency (%)
	140990	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	281	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1043916	84.1%
Common	198014	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	121894	11.7%
a	75085	7.2%
r	64729	6.2%
o	62113	5.9%
l	61823	5.9%
i	59152	5.7%
n	54303	5.2%
t	52959	5.1%
s	42448	4.1%
A	33065	3.2%
Other values (96)	416345	39.9%

Common

Value	Count	Frequency (%)
	140990	71.2%
1	6634	3.4%
-	5995	3.0%
.	5809	2.9%
2	5597	2.8%
0	5205	2.6%
'	4742	2.4%
(	2919	1.5%
)	2737	1.4%
5	2316	1.2%
Other values (50)	15070	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1239097	99.8%
None	2819	0.2%
Punctuation	11	< 0.1%
Letterlike Symbols	2	< 0.1%
Currency Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	140990	11.4%
e	121894	9.8%
a	75085	6.1%
r	64729	5.2%
o	62113	5.0%
l	61823	5.0%
i	59152	4.8%
n	54303	4.4%
t	52959	4.3%
s	42448	3.4%
Other values (86)	503601	40.6%

None

Value	Count	Frequency (%)
ö	915	32.5%
ø	496	17.6%
ä	225	8.0%
å	217	7.7%
é	120	4.3%
è	89	3.2%
Ø	88	3.1%
á	76	2.7%
æ	72	2.6%
ü	65	2.3%
Other values (55)	456	16.2%

Punctuation

Value	Count	Frequency (%)
–	6	54.5%
—	3	27.3%
•	2	18.2%

Letterlike Symbols

Value	Count	Frequency (%)
™	2	100.0%

Currency Symbols

Value	Count	Frequency (%)
€	1	100.0%

URL
Text

UNIQUE

Distinct	73861
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	577.2 KiB

Length

Max length	118
Median length	104
Mean length	45.10184
Min length	26

Characters and Unicode

Total characters	3331267
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	73861 ?
Unique (%)	100.0%

Sample

1st row	/homebrew/recipe/view/1633/vanilla-cream-ale
2nd row	/homebrew/recipe/view/16367/southern-tier-pumking-clone
3rd row	/homebrew/recipe/view/5920/zombie-dust-clone-extract
4th row	/homebrew/recipe/view/5916/zombie-dust-clone-all-grain
5th row	/homebrew/recipe/view/89534/bakke-brygg-belgisk-blonde-50-l

Value	Count	Frequency (%)
homebrew/recipe/view/1633/vanilla-cream-ale	1	< 0.1%
homebrew/recipe/view/8018/honey-nut-brown-ale-biab	1	< 0.1%
homebrew/recipe/view/5916/zombie-dust-clone-all-grain	1	< 0.1%
homebrew/recipe/view/89534/bakke-brygg-belgisk-blonde-50-l	1	< 0.1%
homebrew/recipe/view/28546/sierra-nevada-pale-ale-clone	1	< 0.1%
homebrew/recipe/view/37534/russian-river-pliny-the-elder-original	1	< 0.1%
homebrew/recipe/view/672/spotted-clown-new-glarus-spotted-cow-clone	1	< 0.1%
homebrew/recipe/view/3837/bells-two-hearted-clone	1	< 0.1%
homebrew/recipe/view/29265/chocolate-vanilla-porter	1	< 0.1%
homebrew/recipe/view/73890/bakke-brygg-hveteipa-25-l	1	< 0.1%
Other values (73851)	73851	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
e	496251	14.9%
/	369305	11.1%
i	222501	6.7%
r	221213	6.6%
w	165214	5.0%
-	147031	4.4%
o	140052	4.2%
p	115416	3.5%
c	109927	3.3%
b	107121	3.2%
Other values (31)	1237236	37.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2348775	70.5%
Decimal Number	465583	14.0%
Other Punctuation	369314	11.1%
Dash Punctuation	147031	4.4%
Uppercase Letter	564	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	496251	21.1%
i	222501	9.5%
r	221213	9.4%
w	165214	7.0%
o	140052	6.0%
p	115416	4.9%
c	109927	4.7%
b	107121	4.6%
a	106314	4.5%
m	104861	4.5%
Other values (17)	559905	23.8%

Decimal Number

Value	Count	Frequency (%)
2	59465	12.8%
3	54592	11.7%
4	52943	11.4%
5	52609	11.3%
1	49406	10.6%
0	42948	9.2%
6	40564	8.7%
7	37869	8.1%
8	37693	8.1%
9	37494	8.1%

Other Punctuation

Value	Count	Frequency (%)
/	369305	> 99.9%
?	9	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	147031	100.0%

Uppercase Letter

Value	Count	Frequency (%)
K	564	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2349339	70.5%
Common	981928	29.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	496251	21.1%
i	222501	9.5%
r	221213	9.4%
w	165214	7.0%
o	140052	6.0%
p	115416	4.9%
c	109927	4.7%
b	107121	4.6%
a	106314	4.5%
m	104861	4.5%
Other values (18)	560469	23.9%

Common

Value	Count	Frequency (%)
/	369305	37.6%
-	147031	15.0%
2	59465	6.1%
3	54592	5.6%
4	52943	5.4%
5	52609	5.4%
1	49406	5.0%
0	42948	4.4%
6	40564	4.1%
7	37869	3.9%
Other values (3)	75196	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3330703	> 99.9%
None	564	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	496251	14.9%
/	369305	11.1%
i	222501	6.7%
r	221213	6.6%
w	165214	5.0%
-	147031	4.4%
o	140052	4.2%
p	115416	3.5%
c	109927	3.3%
b	107121	3.2%
Other values (30)	1236672	37.1%

None

Value	Count	Frequency (%)
ö	564	100.0%

Style
Text

Distinct	175
Distinct (%)	0.2%
Missing	596
Missing (%)	0.8%
Memory size	577.2 KiB

Length

Max length	34
Median length	27
Mean length	15.023053
Min length	4

Characters and Unicode

Total characters	1100664
Distinct characters	58
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cream Ale
2nd row	Holiday/Winter Special Spiced Beer
3rd row	American IPA
4th row	American IPA
5th row	Belgian Blond Ale

Value	Count	Frequency (%)
american	29547	17.0%
ipa	19062	11.0%
ale	18808	10.8%
pale	8936	5.2%
stout	5954	3.4%
beer	5832	3.4%
lager	4110	2.4%
belgian	3749	2.2%
imperial	3082	1.8%
specialty	3058	1.8%
Other values (161)	71216	41.1%

Most occurring characters

Value	Count	Frequency (%)
e	134850	12.3%
	101117	9.2%
r	84044	7.6%
i	79444	7.2%
a	75745	6.9%
A	70240	6.4%
n	62365	5.7%
l	59229	5.4%
t	44582	4.1%
m	43178	3.9%
Other values (48)	345870	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	774983	70.4%
Uppercase Letter	215245	19.6%
Space Separator	101117	9.2%
Other Punctuation	5711	0.5%
Open Punctuation	1297	0.1%
Close Punctuation	1297	0.1%
Dash Punctuation	652	0.1%
Decimal Number	362	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	134850	17.4%
r	84044	10.8%
i	79444	10.3%
a	75745	9.8%
n	62365	8.0%
l	59229	7.6%
t	44582	5.8%
m	43178	5.6%
c	40590	5.2%
o	32658	4.2%
Other values (17)	118298	15.3%

Uppercase Letter

Value	Count	Frequency (%)
A	70240	32.6%
P	33223	15.4%
I	24108	11.2%
B	22185	10.3%
S	20797	9.7%
W	7006	3.3%
L	6765	3.1%
R	4818	2.2%
C	4499	2.1%
E	4253	2.0%
Other values (11)	17351	8.1%

Decimal Number

Value	Count	Frequency (%)
0	181	50.0%
8	117	32.3%
7	39	10.8%
6	25	6.9%

Other Punctuation

Value	Count	Frequency (%)
/	3678	64.4%
:	2033	35.6%

Space Separator

Value	Count	Frequency (%)
	101117	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1297	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1297	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	652	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	990228	90.0%
Common	110436	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	134850	13.6%
r	84044	8.5%
i	79444	8.0%
a	75745	7.6%
A	70240	7.1%
n	62365	6.3%
l	59229	6.0%
t	44582	4.5%
m	43178	4.4%
c	40590	4.1%
Other values (38)	295961	29.9%

Common

Value	Count	Frequency (%)
	101117	91.6%
/	3678	3.3%
:	2033	1.8%
(	1297	1.2%
)	1297	1.2%
-	652	0.6%
0	181	0.2%
8	117	0.1%
7	39	< 0.1%
6	25	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1098917	99.8%
None	1747	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	134850	12.3%
	101117	9.2%
r	84044	7.6%
i	79444	7.2%
a	75745	6.9%
A	70240	6.4%
n	62365	5.7%
l	59229	5.4%
t	44582	4.1%
m	43178	3.9%
Other values (45)	344123	31.3%

None

Value	Count	Frequency (%)
ö	869	49.7%
ä	697	39.9%
è	181	10.4%

StyleID
Real number (ℝ)

Distinct	176
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.179432

Minimum	1
Maximum	176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	35
Q3	111
95-th percentile	167
Maximum	176
Range	175
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	56.811462
Coefficient of variation (CV)	0.94403454
Kurtosis	-1.056568
Mean	60.179432
Median Absolute Deviation (MAD)	28
Skewness	0.65600583
Sum	4444913
Variance	3227.5422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	11940	16.2%
10	7581	10.3%
134	2617	3.5%
9	2277	3.1%
4	2038	2.8%
30	1753	2.4%
86	1478	2.0%
12	1268	1.7%
92	1204	1.6%
6	1152	1.6%
Other values (166)	40553	54.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	137	0.2%
2	36	< 0.1%
3	21	< 0.1%
4	2038	2.8%
5	341	0.5%
6	1152	1.6%
7	11940	16.2%
8	220	0.3%
9	2277	3.1%
10	7581	10.3%

Value	Count	Frequency (%)
176	67	0.1%
175	1072	1.5%
174	155	0.2%
173	40	0.1%
172	41	0.1%
171	203	0.3%
170	919	1.2%
169	988	1.3%
168	145	0.2%
167	395	0.5%

Size(L)
Real number (ℝ)

HIGH CORRELATION

Distinct	1065
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.929775

Minimum	1
Maximum	9200
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	1
5-th percentile	9.46
Q1	18.93
median	20.82
Q3	23.66
95-th percentile	58
Maximum	9200
Range	9199
Interquartile range (IQR)	4.73

Descriptive statistics

Standard deviation	180.37349
Coefficient of variation (CV)	4.1059508
Kurtosis	397.68751
Mean	43.929775
Median Absolute Deviation (MAD)	1.89
Skewness	15.873067
Sum	3244697.1
Variance	32534.597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.82	16714	22.6%
18.93	9994	13.5%
22.71	3459	4.7%
21	3020	4.1%
20	2628	3.6%
23	2499	3.4%
25	2411	3.3%
41.64	1814	2.5%
37.85	1431	1.9%
19.87	1344	1.8%
Other values (1055)	28547	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
1.5	5	< 0.1%
1.6	1	< 0.1%
1.75	2	< 0.1%
1.8	1	< 0.1%
1.89	15	< 0.1%
1.9	1	< 0.1%
2	18	< 0.1%
2.01	1	< 0.1%
2.27	2	< 0.1%

Value	Count	Frequency (%)
9200	1	< 0.1%
7800	1	< 0.1%
7476.19	1	< 0.1%
6102.08	2	< 0.1%
6000	1	< 0.1%
5850	1	< 0.1%
5163.3	1	< 0.1%
5000	2	< 0.1%
4900	1	< 0.1%
4693.91	1	< 0.1%

OG
Real number (ℝ)

HIGH CORRELATION

Distinct	2036
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4062661

Minimum	1
Maximum	34.0345
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1.041
Q1	1.051
median	1.058
Q3	1.069
95-th percentile	1.102
Maximum	34.0345
Range	33.0345
Interquartile range (IQR)	0.018

Descriptive statistics

Standard deviation	2.1969076
Coefficient of variation (CV)	1.5622275
Kurtosis	47.317493
Mean	1.4062661
Median Absolute Deviation (MAD)	0.008
Skewness	6.7071501
Sum	103868.22
Variance	4.8264028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.052	2932	4.0%
1.05	2795	3.8%
1.051	2642	3.6%
1.053	2583	3.5%
1.054	2530	3.4%
1.056	2518	3.4%
1.055	2420	3.3%
1.06	2362	3.2%
1.057	2223	3.0%
1.049	2183	3.0%
Other values (2026)	48673	65.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	35	< 0.1%
1.001	10	< 0.1%
1.002	10	< 0.1%
1.003	6	< 0.1%
1.004	17	< 0.1%
1.005	19	< 0.1%
1.006	14	< 0.1%
1.007	10	< 0.1%
1.008	24	< 0.1%
1.009	9	< 0.1%

Value	Count	Frequency (%)
34.0345	1	< 0.1%
32.5008	1	< 0.1%
32.2059	1	< 0.1%
31.7908	1	< 0.1%
31.4072	1	< 0.1%
31.4009	1	< 0.1%
29.5868	1	< 0.1%
28.5774	1	< 0.1%
28.3307	1	< 0.1%
28.3111	1	< 0.1%

FG
Real number (ℝ)

HIGH CORRELATION

Distinct	1958
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0758647

Minimum	-0.003
Maximum	23.4246
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	577.2 KiB

Quantile statistics

Minimum	-0.003
5-th percentile	1.007
Q1	1.011
median	1.013
Q3	1.017
95-th percentile	1.026
Maximum	23.4246
Range	23.4276
Interquartile range (IQR)	0.006

Descriptive statistics

Standard deviation	0.4325241
Coefficient of variation (CV)	0.40202462
Kurtosis	174.38228
Mean	1.0758647
Median Absolute Deviation (MAD)	0.003
Skewness	9.7874616
Sum	79464.443
Variance	0.1870771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.012	7346	9.9%
1.013	7246	9.8%
1.011	6636	9.0%
1.014	6553	8.9%
1.01	5764	7.8%
1.015	5577	7.6%
1.016	4644	6.3%
1.009	4235	5.7%
1.017	3670	5.0%
1.018	3038	4.1%
Other values (1948)	19152	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.003	1	< 0.1%
0.425441	1	< 0.1%
0.470666	1	< 0.1%
0.598715	1	< 0.1%
0.742709	1	< 0.1%
0.790449	1	< 0.1%
0.937516	1	< 0.1%
0.991	1	< 0.1%
0.994	1	< 0.1%
0.996	1	< 0.1%

Value	Count	Frequency (%)
23.4246	1	< 0.1%
10.3414	1	< 0.1%
9.86137	1	< 0.1%
9.69613	1	< 0.1%
9.19146	1	< 0.1%
8.8661	1	< 0.1%
8.74075	1	< 0.1%
8.6929	1	< 0.1%
8.54079	1	< 0.1%
8.50502	1	< 0.1%

ABV
Real number (ℝ)

HIGH CORRELATION

Distinct	1502
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1368651

Minimum	0
Maximum	54.72
Zeros	27
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	4.12
Q1	5.08
median	5.79
Q3	6.83
95-th percentile	9.29
Maximum	54.72
Range	54.72
Interquartile range (IQR)	1.75

Descriptive statistics

Standard deviation	1.8835101
Coefficient of variation (CV)	0.30691731
Kurtosis	86.836228
Mean	6.1368651
Median Absolute Deviation (MAD)	0.82
Skewness	4.95166
Sum	453274.99
Variance	3.5476103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.24	309	0.4%
5.17	306	0.4%
5.42	303	0.4%
5.21	300	0.4%
5.51	299	0.4%
5.19	298	0.4%
5.04	297	0.4%
5.06	294	0.4%
5.55	294	0.4%
5.1	293	0.4%
Other values (1492)	70868	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	< 0.1%
0.01	1	< 0.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	2	< 0.1%
0.06	3	< 0.1%
0.08	4	< 0.1%
0.09	1	< 0.1%
0.1	2	< 0.1%
0.13	2	< 0.1%

Value	Count	Frequency (%)
54.72	1	< 0.1%
53.81	1	< 0.1%
52.16	1	< 0.1%
51.34	1	< 0.1%
50.86	1	< 0.1%
50.48	1	< 0.1%
50.04	1	< 0.1%
49.96	1	< 0.1%
49.22	5	< 0.1%
48.8	1	< 0.1%

IBU
Real number (ℝ)

ZEROS

Distinct	12587
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.276186

Minimum	0
Maximum	3409.3
Zeros	4159
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	23.37
median	35.77
Q3	56.38
95-th percentile	104.68
Maximum	3409.3
Range	3409.3
Interquartile range (IQR)	33.01

Descriptive statistics

Standard deviation	42.945508
Coefficient of variation (CV)	0.96994595
Kurtosis	1113.4594
Mean	44.276186
Median Absolute Deviation (MAD)	14.8
Skewness	19.193562
Sum	3270283.4
Variance	1844.3166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4159	5.6%
18.89	99	0.1%
20.78	99	0.1%
23.08	96	0.1%
18.47	70	0.1%
20.99	66	0.1%
31.48	65	0.1%
16.37	64	0.1%
16.79	61	0.1%
41.97	57	0.1%
Other values (12577)	69025	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4159	5.6%
0.01	1	< 0.1%
0.04	1	< 0.1%
0.08	1	< 0.1%
0.13	1	< 0.1%
0.14	2	< 0.1%
0.18	2	< 0.1%
0.2	1	< 0.1%
0.23	1	< 0.1%
0.3	1	< 0.1%

Value	Count	Frequency (%)
3409.3	1	< 0.1%
2881.42	1	< 0.1%
2673.83	1	< 0.1%
2197.07	1	< 0.1%
1605.83	1	< 0.1%
1359.42	1	< 0.1%
1229.19	1	< 0.1%
1150.17	1	< 0.1%
920.05	1	< 0.1%
891.06	1	< 0.1%

Color
Real number (ℝ)

Distinct	4729
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.404989

Minimum	0
Maximum	186
Zeros	101
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	3.35
Q1	5.17
median	8.44
Q3	16.79
95-th percentile	40
Maximum	186
Range	186
Interquartile range (IQR)	11.62

Descriptive statistics

Standard deviation	11.944511
Coefficient of variation (CV)	0.89104967
Kurtosis	2.2010584
Mean	13.404989
Median Absolute Deviation (MAD)	4.16
Skewness	1.5948763
Sum	990105.91
Variance	142.67135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	1516	2.1%
40	702	1.0%
3.59	240	0.3%
3.86	185	0.3%
5.1	173	0.2%
4.38	161	0.2%
3.98	160	0.2%
3.37	149	0.2%
3.17	146	0.2%
3.84	130	0.2%
Other values (4719)	70299	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	101	0.1%
0.02	2	< 0.1%
0.03	1	< 0.1%
0.11	1	< 0.1%
0.14	1	< 0.1%
0.18	2	< 0.1%
0.28	1	< 0.1%
0.31	3	< 0.1%
0.33	1	< 0.1%
0.41	1	< 0.1%

Value	Count	Frequency (%)
186	1	< 0.1%
108.65	1	< 0.1%
95.59	1	< 0.1%
87.37	1	< 0.1%
83.96	1	< 0.1%
83.43	1	< 0.1%
81.66	1	< 0.1%
81.62	1	< 0.1%
80.4	2	< 0.1%
78.27	1	< 0.1%

BoilSize
Real number (ℝ)

HIGH CORRELATION

Distinct	1973
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.724919

Minimum	1
Maximum	9700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	1
5-th percentile	9.46
Q1	20.82
median	27.44
Q3	30
95-th percentile	67
Maximum	9700
Range	9699
Interquartile range (IQR)	9.18

Descriptive statistics

Standard deviation	193.24643
Coefficient of variation (CV)	3.8863095
Kurtosis	402.33839
Mean	49.724919
Median Absolute Deviation (MAD)	4.56
Skewness	15.856201
Sum	3672732.3
Variance	37344.182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.39	11040	14.9%
26.5	4772	6.5%
11.36	3828	5.2%
24.61	3556	4.8%
28.5	3102	4.2%
22.71	2048	2.8%
30.28	1728	2.3%
28	1505	2.0%
18.93	1419	1.9%
30	1407	1.9%
Other values (1963)	39456	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
1.25	1	< 0.1%
1.5	3	< 0.1%
1.6	2	< 0.1%
1.7	1	< 0.1%
1.75	2	< 0.1%
1.8	1	< 0.1%
1.89	29	< 0.1%
2	28	< 0.1%
2.08	1	< 0.1%

Value	Count	Frequency (%)
9700	1	< 0.1%
9130.41	1	< 0.1%
7800	1	< 0.1%
7000	1	< 0.1%
6454.13	2	< 0.1%
5850	1	< 0.1%
5400	1	< 0.1%
5320	1	< 0.1%
5280.65	1	< 0.1%
5050	1	< 0.1%

BoilTime
Real number (ℝ)

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.07487

Minimum	0
Maximum	240
Zeros	283
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	60
Q1	60
median	60
Q3	60
95-th percentile	90
Maximum	240
Range	240
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.024228
Coefficient of variation (CV)	0.23087604
Kurtosis	12.59405
Mean	65.07487
Median Absolute Deviation (MAD)	0
Skewness	1.3798972
Sum	4806495
Variance	225.72743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	55304	74.9%
90	11393	15.4%
75	2128	2.9%
70	1240	1.7%
30	713	1.0%
120	531	0.7%
45	431	0.6%
80	415	0.6%
15	297	0.4%
0	283	0.4%
Other values (65)	1126	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	283	0.4%
1	42	0.1%
2	2	< 0.1%
5	34	< 0.1%
6	3	< 0.1%
9	2	< 0.1%
10	53	0.1%
12	1	< 0.1%
15	297	0.4%
16	1	< 0.1%

Value	Count	Frequency (%)
240	22	< 0.1%
228	1	< 0.1%
210	6	< 0.1%
200	1	< 0.1%
190	2	< 0.1%
180	64	0.1%
170	1	< 0.1%
160	2	< 0.1%
155	1	< 0.1%
150	34	< 0.1%

BoilGravity
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	509
Distinct (%)	0.7%
Missing	2990
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3539547

Minimum	0
Maximum	52.6
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.031
Q1	1.04
median	1.047
Q3	1.06
95-th percentile	1.123
Maximum	52.6
Range	52.6
Interquartile range (IQR)	0.02

Descriptive statistics

Standard deviation	1.9309886
Coefficient of variation (CV)	1.426184
Kurtosis	67.143919
Mean	1.3539547
Median Absolute Deviation (MAD)	0.009
Skewness	7.3839482
Sum	95956.127
Variance	3.7287171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.044	2502	3.4%
1.042	2470	3.3%
1.043	2438	3.3%
1.041	2391	3.2%
1.04	2304	3.1%
1.045	2298	3.1%
1.039	2287	3.1%
1.046	2283	3.1%
1.047	2185	3.0%
1.048	2149	2.9%
Other values (499)	47564	64.4%
(Missing)	2990	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	< 0.1%
1	44	0.1%
1.001	14	< 0.1%
1.002	15	< 0.1%
1.003	22	< 0.1%
1.004	23	< 0.1%
1.005	18	< 0.1%
1.006	28	< 0.1%
1.007	31	< 0.1%
1.008	15	< 0.1%

Value	Count	Frequency (%)
52.6	1	< 0.1%
45.9	1	< 0.1%
38.4	1	< 0.1%
38.3	2	< 0.1%
36	1	< 0.1%
33.9	1	< 0.1%
33.3	1	< 0.1%
31.2	1	< 0.1%
30.6	1	< 0.1%
28.8	1	< 0.1%

Efficiency
Real number (ℝ)

Distinct	272
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.354881

Minimum	0
Maximum	100
Zeros	101
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	35
Q1	65
median	70
Q3	75
95-th percentile	80
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	14.091686
Coefficient of variation (CV)	0.21236849
Kurtosis	1.7945565
Mean	66.354881
Median Absolute Deviation (MAD)	5
Skewness	-1.4797278
Sum	4901037.8
Variance	198.57562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	21298	28.8%
75	13679	18.5%
35	8593	11.6%
65	5162	7.0%
80	3878	5.3%
60	3163	4.3%
72	2376	3.2%
68	1494	2.0%
73	1210	1.6%
85	1089	1.5%
Other values (262)	11919	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	101	0.1%
0.8	2	< 0.1%
1	7	< 0.1%
2	1	< 0.1%
2.4	1	< 0.1%
5	26	< 0.1%
6.3	1	< 0.1%
6.6	1	< 0.1%
7.5	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
100	187	0.3%
99	11	< 0.1%
98	4	< 0.1%
97.47	1	< 0.1%
97	3	< 0.1%
96.1	1	< 0.1%
96	6	< 0.1%
95	73	0.1%
94	11	< 0.1%
93.9	1	< 0.1%

MashThickness
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	567
Distinct (%)	1.3%
Missing	29864
Missing (%)	40.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.1272352

Minimum	0
Maximum	100
Zeros	8
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.25
Q1	1.5
median	1.5
Q3	3
95-th percentile	3.5
Maximum	100
Range	100
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.6823473
Coefficient of variation (CV)	0.79086095
Kurtosis	540.21714
Mean	2.1272352
Median Absolute Deviation (MAD)	0.25
Skewness	16.851107
Sum	93591.969
Variance	2.8302924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	15499	21.0%
3	8312	11.3%
1.25	4923	6.7%
2.5	1864	2.5%
1.3	1110	1.5%
2	981	1.3%
1.33	880	1.2%
3.1	825	1.1%
1.4	760	1.0%
4	745	1.0%
Other values (557)	8098	11.0%
(Missing)	29864	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	< 0.1%
0.13	1	< 0.1%
0.22	1	< 0.1%
0.25	4	< 0.1%
0.3	5	< 0.1%
0.33	2	< 0.1%
0.368	1	< 0.1%
0.4	2	< 0.1%
0.42	1	< 0.1%
0.5	9	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
63	1	< 0.1%
60	1	< 0.1%
55	1	< 0.1%
54	1	< 0.1%
50	3	< 0.1%
43	2	< 0.1%
40	6	< 0.1%
36	1	< 0.1%
35	2	< 0.1%

SugarScale
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	577.2 KiB

Specific Gravity	71959
Plato	1902

Length

Max length	16
Median length	16
Mean length	15.716738
Min length	5

Characters and Unicode

Total characters	1160854
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Specific Gravity
2nd row	Specific Gravity
3rd row	Specific Gravity
4th row	Specific Gravity
5th row	Specific Gravity

Common Values

Value	Count	Frequency (%)
Specific Gravity	71959	97.4%
Plato	1902	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
specific	71959	49.3%
gravity	71959	49.3%
plato	1902	1.3%

Most occurring characters

Value	Count	Frequency (%)
i	215877	18.6%
c	143918	12.4%
a	73861	6.4%
t	73861	6.4%
S	71959	6.2%
p	71959	6.2%
e	71959	6.2%
f	71959	6.2%
	71959	6.2%
G	71959	6.2%
Other values (6)	221583	19.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	943075	81.2%
Uppercase Letter	145820	12.6%
Space Separator	71959	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	215877	22.9%
c	143918	15.3%
a	73861	7.8%
t	73861	7.8%
p	71959	7.6%
e	71959	7.6%
f	71959	7.6%
r	71959	7.6%
v	71959	7.6%
y	71959	7.6%
Other values (2)	3804	0.4%

Uppercase Letter

Value	Count	Frequency (%)
S	71959	49.3%
G	71959	49.3%
P	1902	1.3%

Space Separator

Value	Count	Frequency (%)
	71959	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1088895	93.8%
Common	71959	6.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	215877	19.8%
c	143918	13.2%
a	73861	6.8%
t	73861	6.8%
S	71959	6.6%
p	71959	6.6%
e	71959	6.6%
f	71959	6.6%
G	71959	6.6%
r	71959	6.6%
Other values (5)	149624	13.7%

Common

Value	Count	Frequency (%)
	71959	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1160854	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	215877	18.6%
c	143918	12.4%
a	73861	6.4%
t	73861	6.4%
S	71959	6.2%
p	71959	6.2%
e	71959	6.2%
f	71959	6.2%
	71959	6.2%
G	71959	6.2%
Other values (6)	221583	19.1%

BrewMethod
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	577.2 KiB

All Grain	49692
BIAB	12016
extract	8626
Partial Mash	3527

Length

Max length	12
Median length	9
Mean length	8.0962619
Min length	4

Characters and Unicode

Total characters	597998
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	All Grain
2nd row	All Grain
3rd row	extract
4th row	All Grain
5th row	All Grain

Common Values

Value	Count	Frequency (%)
All Grain	49692	67.3%
BIAB	12016	16.3%
extract	8626	11.7%
Partial Mash	3527	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
all	49692	39.1%
grain	49692	39.1%
biab	12016	9.5%
extract	8626	6.8%
partial	3527	2.8%
mash	3527	2.8%

Most occurring characters

Value	Count	Frequency (%)
l	102911	17.2%
a	68899	11.5%
r	61845	10.3%
A	61708	10.3%
	53219	8.9%
i	53219	8.9%
G	49692	8.3%
n	49692	8.3%
B	24032	4.0%
t	20779	3.5%
Other values (8)	52002	8.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	390277	65.3%
Uppercase Letter	154502	25.8%
Space Separator	53219	8.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	102911	26.4%
a	68899	17.7%
r	61845	15.8%
i	53219	13.6%
n	49692	12.7%
t	20779	5.3%
x	8626	2.2%
e	8626	2.2%
c	8626	2.2%
s	3527	0.9%

Uppercase Letter

Value	Count	Frequency (%)
A	61708	39.9%
G	49692	32.2%
B	24032	15.6%
I	12016	7.8%
P	3527	2.3%
M	3527	2.3%

Space Separator

Value	Count	Frequency (%)
	53219	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	544779	91.1%
Common	53219	8.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	102911	18.9%
a	68899	12.6%
r	61845	11.4%
A	61708	11.3%
i	53219	9.8%
G	49692	9.1%
n	49692	9.1%
B	24032	4.4%
t	20779	3.8%
I	12016	2.2%
Other values (7)	39986	7.3%

Common

Value	Count	Frequency (%)
	53219	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	597998	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	102911	17.2%
a	68899	11.5%
r	61845	10.3%
A	61708	10.3%
	53219	8.9%
i	53219	8.9%
G	49692	8.3%
n	49692	8.3%
B	24032	4.0%
t	20779	3.5%
Other values (8)	52002	8.7%

PitchRate
Real number (ℝ)

MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	39252
Missing (%)	53.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.75046809

Minimum	0
Maximum	2
Zeros	51
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.35
Q1	0.35
median	0.75
Q3	1
95-th percentile	1.5
Maximum	2
Range	2
Interquartile range (IQR)	0.65

Descriptive statistics

Standard deviation	0.39426228
Coefficient of variation (CV)	0.52535515
Kurtosis	0.73580178
Mean	0.75046809
Median Absolute Deviation (MAD)	0.25
Skewness	1.0463499
Sum	25972.95
Variance	0.15544274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.35	9477	12.8%
0.75	9002	12.2%
0.5	5469	7.4%
1	5194	7.0%
1.25	2405	3.3%
1.5	1838	2.5%
2	640	0.9%
1.75	533	0.7%
0	51	0.1%
(Missing)	39252	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	51	0.1%
0.35	9477	12.8%
0.5	5469	7.4%
0.75	9002	12.2%
1	5194	7.0%
1.25	2405	3.3%
1.5	1838	2.5%
1.75	533	0.7%
2	640	0.9%

Value	Count	Frequency (%)
2	640	0.9%
1.75	533	0.7%
1.5	1838	2.5%
1.25	2405	3.3%
1	5194	7.0%
0.75	9002	12.2%
0.5	5469	7.4%
0.35	9477	12.8%
0	51	0.1%

PrimaryTemp
Real number (ℝ)

MISSING

Distinct	217
Distinct (%)	0.4%
Missing	22662
Missing (%)	30.7%
Infinite	0
Infinite (%)	0.0%
Mean	19.175641

Minimum	-17.78
Maximum	114
Zeros	19
Zeros (%)	< 0.1%
Negative	108
Negative (%)	0.1%
Memory size	577.2 KiB

Quantile statistics

Minimum	-17.78
5-th percentile	12
Q1	18
median	20
Q3	20
95-th percentile	23
Maximum	114
Range	131.78
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.2196756
Coefficient of variation (CV)	0.22005396
Kurtosis	63.814934
Mean	19.175641
Median Absolute Deviation (MAD)	1.11
Skewness	3.2570417
Sum	981773.62
Variance	17.805662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	14185	19.2%
21.11	4622	6.3%
18.33	4182	5.7%
18	4129	5.6%
19	2674	3.6%
18.89	2221	3.0%
19.44	1544	2.1%
21	1484	2.0%
22.22	1453	2.0%
17.78	1421	1.9%
Other values (207)	13284	18.0%
(Missing)	22662	30.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.78	44	0.1%
-14.44	1	< 0.1%
-13.89	1	< 0.1%
-12.22	2	< 0.1%
-10.56	1	< 0.1%
-9.44	1	< 0.1%
-8.89	2	< 0.1%
-8.33	1	< 0.1%
-7.78	11	< 0.1%
-7.22	9	< 0.1%

Value	Count	Frequency (%)
114	1	< 0.1%
112	1	< 0.1%
95	1	< 0.1%
85	1	< 0.1%
81	1	< 0.1%
80	4	< 0.1%
77	1	< 0.1%
75	3	< 0.1%
74	1	< 0.1%
72	3	< 0.1%

PrimingMethod
Text

MISSING

Distinct	873
Distinct (%)	12.9%
Missing	67101
Missing (%)	90.8%
Memory size	577.2 KiB

Length

Max length	55
Median length	47
Mean length	9.2578402
Min length	1

Characters and Unicode

Total characters	62583
Distinct characters	82
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	594 ?
Unique (%)	8.8%

Sample

1st row	corn sugar
2nd row	Sukkerlake
3rd row	corn sugar
4th row	corn sugar
5th row	Corn Sugar

Value	Count	Frequency (%)
sugar	2694	25.1%
corn	1407	13.1%
dextrose	808	7.5%
keg	525	4.9%
force	517	4.8%
carb	322	3.0%
sukkerlake	320	3.0%
forced	319	3.0%
co2	294	2.7%
table	272	2.5%
Other values (502)	3260	30.4%

Most occurring characters

Value	Count	Frequency (%)
r	7810	12.5%
e	5573	8.9%
a	5007	8.0%
o	4902	7.8%
	4008	6.4%
g	3908	6.2%
u	3542	5.7%
n	3199	5.1%
s	2571	4.1%
t	2560	4.1%
Other values (72)	19503	31.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49753	79.5%
Uppercase Letter	7932	12.7%
Space Separator	4008	6.4%
Decimal Number	458	0.7%
Other Punctuation	208	0.3%
Open Punctuation	59	0.1%
Close Punctuation	59	0.1%
Other Number	52	0.1%
Dash Punctuation	44	0.1%
Math Symbol	6	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	7810	15.7%
e	5573	11.2%
a	5007	10.1%
o	4902	9.9%
g	3908	7.9%
u	3542	7.1%
n	3199	6.4%
s	2571	5.2%
t	2560	5.1%
c	2026	4.1%
Other values (16)	8655	17.4%

Uppercase Letter

Value	Count	Frequency (%)
S	2061	26.0%
C	1898	23.9%
D	786	9.9%
F	724	9.1%
K	483	6.1%
B	385	4.9%
T	273	3.4%
O	256	3.2%
M	214	2.7%
E	195	2.5%
Other values (16)	657	8.3%

Other Punctuation

Value	Count	Frequency (%)
/	61	29.3%
¿	52	25.0%
.	44	21.2%
?	31	14.9%
@	5	2.4%
&	5	2.4%
'	3	1.4%
;	3	1.4%
:	2	1.0%
%	1	0.5%

Decimal Number

Value	Count	Frequency (%)
2	335	73.1%
0	31	6.8%
5	24	5.2%
1	21	4.6%
3	13	2.8%
4	12	2.6%
8	10	2.2%
6	7	1.5%
7	3	0.7%
9	2	0.4%

Math Symbol

Value	Count	Frequency (%)
+	5	83.3%
~	1	16.7%

Space Separator

Value	Count	Frequency (%)
	4008	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	59	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	59	100.0%

Other Number

Value	Count	Frequency (%)
½	52	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	44	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57685	92.2%
Common	4898	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	7810	13.5%
e	5573	9.7%
a	5007	8.7%
o	4902	8.5%
g	3908	6.8%
u	3542	6.1%
n	3199	5.5%
s	2571	4.5%
t	2560	4.4%
S	2061	3.6%
Other values (42)	16552	28.7%

Common

Value	Count	Frequency (%)
	4008	81.8%
2	335	6.8%
/	61	1.2%
(	59	1.2%
)	59	1.2%
¿	52	1.1%
½	52	1.1%
-	44	0.9%
.	44	0.9%
?	31	0.6%
Other values (20)	153	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62427	99.8%
None	156	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	7810	12.5%
e	5573	8.9%
a	5007	8.0%
o	4902	7.9%
	4008	6.4%
g	3908	6.3%
u	3542	5.7%
n	3199	5.1%
s	2571	4.1%
t	2560	4.1%
Other values (69)	19347	31.0%

None

Value	Count	Frequency (%)
ï	52	33.3%
¿	52	33.3%
½	52	33.3%

PrimingAmount
Text

MISSING

Distinct	1896
Distinct (%)	39.7%
Missing	69087
Missing (%)	93.5%
Memory size	577.2 KiB

Length

Max length	87
Median length	38
Mean length	7.1524927
Min length	1

Characters and Unicode

Total characters	34146
Distinct characters	83
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1348 ?
Unique (%)	28.2%

Sample

1st row	4.5 oz
2nd row	6-7 g sukker/l
3rd row	4.2 oz
4th row	4 oz
5th row	4.6 oz / .66 C

Value	Count	Frequency (%)
oz	1022	10.5%
5	586	6.0%
cup	432	4.4%
g	335	3.4%
psi	308	3.2%
1	254	2.6%
6	239	2.5%
4	202	2.1%
	183	1.9%
sukker/l	178	1.8%
Other values (1191)	5987	61.6%

Most occurring characters

Value	Count	Frequency (%)
	5005	14.7%
o	1842	5.4%
5	1807	5.3%
1	1735	5.1%
g	1641	4.8%
.	1525	4.5%
z	1399	4.1%
0	1155	3.4%
s	1146	3.4%
2	1145	3.4%
Other values (73)	15746	46.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15337	44.9%
Decimal Number	9599	28.1%
Space Separator	5005	14.7%
Other Punctuation	2653	7.8%
Uppercase Letter	1287	3.8%
Close Punctuation	84	0.2%
Open Punctuation	83	0.2%
Dash Punctuation	65	0.2%
Math Symbol	17	< 0.1%
Other Number	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1842	12.0%
g	1641	10.7%
z	1399	9.1%
s	1146	7.5%
r	1075	7.0%
p	1062	6.9%
l	1002	6.5%
u	936	6.1%
e	930	6.1%
i	632	4.1%
Other values (17)	3672	23.9%

Uppercase Letter

Value	Count	Frequency (%)
C	179	13.9%
S	174	13.5%
L	167	13.0%
P	151	11.7%
I	137	10.6%
O	99	7.7%
F	91	7.1%
K	66	5.1%
T	37	2.9%
D	32	2.5%
Other values (13)	154	12.0%

Other Punctuation

Value	Count	Frequency (%)
.	1525	57.5%
/	921	34.7%
@	128	4.8%
?	39	1.5%
¿	16	0.6%
:	6	0.2%
*	5	0.2%
;	4	0.2%
#	3	0.1%
!	2	0.1%
Other values (3)	4	0.2%

Decimal Number

Value	Count	Frequency (%)
5	1807	18.8%
1	1735	18.1%
0	1155	12.0%
2	1145	11.9%
4	1000	10.4%
3	959	10.0%
6	678	7.1%
7	498	5.2%
8	386	4.0%
9	236	2.5%

Math Symbol

Value	Count	Frequency (%)
+	8	47.1%
~	7	41.2%
=	2	11.8%

Close Punctuation

Value	Count	Frequency (%)
)	82	97.6%
]	2	2.4%

Open Punctuation

Value	Count	Frequency (%)
(	82	98.8%
[	1	1.2%

Space Separator

Value	Count	Frequency (%)
	5005	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	65	100.0%

Other Number

Value	Count	Frequency (%)
½	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17522	51.3%
Latin	16624	48.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1842	11.1%
g	1641	9.9%
z	1399	8.4%
s	1146	6.9%
r	1075	6.5%
p	1062	6.4%
l	1002	6.0%
u	936	5.6%
e	930	5.6%
i	632	3.8%
Other values (40)	4959	29.8%

Common

Value	Count	Frequency (%)
	5005	28.6%
5	1807	10.3%
1	1735	9.9%
.	1525	8.7%
0	1155	6.6%
2	1145	6.5%
4	1000	5.7%
3	959	5.5%
/	921	5.3%
6	678	3.9%
Other values (23)	1592	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34097	99.9%
None	49	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5005	14.7%
o	1842	5.4%
5	1807	5.3%
1	1735	5.1%
g	1641	4.8%
.	1525	4.5%
z	1399	4.1%
0	1155	3.4%
s	1146	3.4%
2	1145	3.4%
Other values (69)	15697	46.0%

None

Value	Count	Frequency (%)
ï	16	32.7%
¿	16	32.7%
½	16	32.7%
ö	1	2.0%

UserId
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	2785
Distinct (%)	11.9%
Missing	50490
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	43078.069

Minimum	49
Maximum	134362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	577.2 KiB

Quantile statistics

Minimum	49
5-th percentile	1809
Q1	20984
median	42897
Q3	57841
95-th percentile	96358
Maximum	134362
Range	134313
Interquartile range (IQR)	36857

Descriptive statistics

Standard deviation	27734.253
Coefficient of variation (CV)	0.64381373
Kurtosis	-0.039384499
Mean	43078.069
Median Absolute Deviation (MAD)	19316
Skewness	0.55948984
Sum	1.0067776 × 10⁹
Variance	7.6918876 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34210	319	0.4%
18665	224	0.3%
18325	210	0.3%
5889	195	0.3%
5100	162	0.2%
25019	141	0.2%
51696	131	0.2%
19498	121	0.2%
35519	107	0.1%
17196	97	0.1%
Other values (2775)	21664	29.3%
(Missing)	50490	68.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49	2	< 0.1%
87	6	< 0.1%
97	21	< 0.1%
116	3	< 0.1%
136	6	< 0.1%
145	5	< 0.1%
152	6	< 0.1%
157	1	< 0.1%
177	2	< 0.1%
196	5	< 0.1%

Value	Count	Frequency (%)
134362	1	< 0.1%
133746	3	< 0.1%
133631	1	< 0.1%
133579	1	< 0.1%
133272	1	< 0.1%
132764	1	< 0.1%
132666	2	< 0.1%
132441	7	< 0.1%
132275	5	< 0.1%
132154	2	< 0.1%

Auto

Heatmap
Table

	BeerID	StyleID	Size(L)	OG	FG	ABV	IBU	Color	BoilSize	BoilTime	BoilGravity	Efficiency	MashThickness	PitchRate	PrimaryTemp	UserId	SugarScale	BrewMethod
BeerID	1.000	-0.074	0.044	-0.070	-0.118	-0.042	0.010	-0.062	0.052	-0.052	-0.061	-0.021	0.085	-0.035	-0.003	0.522	0.035	0.050
StyleID	-0.074	1.000	-0.010	-0.055	0.020	-0.078	-0.306	0.068	-0.004	0.090	-0.043	0.023	0.015	0.078	-0.012	-0.000	0.014	0.021
Size(L)	0.044	-0.010	1.000	-0.035	-0.052	-0.041	-0.014	-0.067	0.789	0.153	0.100	0.273	0.123	0.143	-0.091	-0.047	0.163	0.034
OG	-0.070	-0.055	-0.035	1.000	0.750	0.901	0.380	0.341	0.028	0.109	0.693	0.070	-0.136	0.121	0.089	-0.057	0.999	0.044
FG	-0.118	0.020	-0.052	0.750	1.000	0.492	0.249	0.384	0.000	0.081	0.541	0.045	-0.155	0.067	0.041	-0.119	0.921	0.041
ABV	-0.042	-0.078	-0.041	0.901	0.492	1.000	0.402	0.291	0.022	0.107	0.598	0.056	-0.145	0.136	0.100	-0.024	0.007	0.026
IBU	0.010	-0.306	-0.014	0.380	0.249	0.402	1.000	0.193	0.025	0.053	0.254	-0.054	-0.083	0.012	0.044	-0.034	0.000	0.000
Color	-0.062	0.068	-0.067	0.341	0.384	0.291	0.193	1.000	-0.034	0.017	0.232	-0.049	-0.068	0.010	0.027	-0.019	0.000	0.018
BoilSize	0.052	-0.004	0.789	0.028	0.000	0.022	0.025	-0.034	1.000	0.238	-0.157	0.359	0.048	0.174	-0.102	-0.068	0.164	0.034
BoilTime	-0.052	0.090	0.153	0.109	0.081	0.107	0.053	0.017	0.238	1.000	-0.008	0.146	0.026	0.196	-0.082	-0.052	0.037	0.134
BoilGravity	-0.061	-0.043	0.100	0.693	0.541	0.598	0.254	0.232	-0.157	-0.008	1.000	-0.081	-0.051	0.036	0.104	-0.023	0.995	0.051
Efficiency	-0.021	0.023	0.273	0.070	0.045	0.056	-0.054	-0.049	0.359	0.146	-0.081	1.000	0.024	0.151	-0.105	-0.035	0.097	0.475
MashThickness	0.085	0.015	0.123	-0.136	-0.155	-0.145	-0.083	-0.068	0.048	0.026	-0.051	0.024	1.000	-0.031	-0.048	0.257	0.000	1.000
PitchRate	-0.035	0.078	0.143	0.121	0.067	0.136	0.012	0.010	0.174	0.196	0.036	0.151	-0.031	1.000	-0.245	-0.080	0.013	0.107
PrimaryTemp	-0.003	-0.012	-0.091	0.089	0.041	0.100	0.044	0.027	-0.102	-0.082	0.104	-0.105	-0.048	-0.245	1.000	0.032	0.017	0.033
UserId	0.522	-0.000	-0.047	-0.057	-0.119	-0.024	-0.034	-0.019	-0.068	-0.052	-0.023	-0.035	0.257	-0.080	0.032	1.000	0.043	0.084
SugarScale	0.035	0.014	0.163	0.999	0.921	0.007	0.000	0.000	0.164	0.037	0.995	0.097	0.000	0.013	0.017	0.043	1.000	0.077
BrewMethod	0.050	0.021	0.034	0.044	0.041	0.026	0.000	0.018	0.034	0.134	0.051	0.475	1.000	0.107	0.033	0.084	0.077	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	BeerID	Name	URL	Style	StyleID	Size(L)	OG	FG	ABV	IBU	Color	BoilSize	BoilTime	BoilGravity	Efficiency	MashThickness	SugarScale	BrewMethod	PitchRate	PrimaryTemp	PrimingMethod	PrimingAmount	UserId
0	1	Vanilla Cream Ale	/homebrew/recipe/view/1633/vanilla-cream-ale	Cream Ale	45	21.77	1.055	1.013	5.48	17.65	4.83	28.39	75	1.038	70.0	NaN	Specific Gravity	All Grain	NaN	17.78	corn sugar	4.5 oz	116.0
1	2	Southern Tier Pumking clone	/homebrew/recipe/view/16367/southern-tier-pumking-clone	Holiday/Winter Special Spiced Beer	85	20.82	1.083	1.021	8.16	60.65	15.64	24.61	60	1.070	70.0	NaN	Specific Gravity	All Grain	NaN	NaN	NaN	NaN	955.0
2	3	Zombie Dust Clone - EXTRACT	/homebrew/recipe/view/5920/zombie-dust-clone-extract	American IPA	7	18.93	1.063	1.018	5.91	59.25	8.98	22.71	60	NaN	70.0	NaN	Specific Gravity	extract	NaN	NaN	NaN	NaN	NaN
3	4	Zombie Dust Clone - ALL GRAIN	/homebrew/recipe/view/5916/zombie-dust-clone-all-grain	American IPA	7	22.71	1.061	1.017	5.80	54.48	8.50	26.50	60	NaN	70.0	NaN	Specific Gravity	All Grain	NaN	NaN	NaN	NaN	NaN
4	5	Bakke Brygg Belgisk Blonde 50 l	/homebrew/recipe/view/89534/bakke-brygg-belgisk-blonde-50-l	Belgian Blond Ale	20	50.00	1.060	1.010	6.48	17.84	4.57	60.00	90	1.050	72.0	NaN	Specific Gravity	All Grain	NaN	19.00	Sukkerlake	6-7 g sukker/l	18325.0
5	6	Sierra Nevada Pale Ale Clone	/homebrew/recipe/view/28546/sierra-nevada-pale-ale-clone	American Pale Ale	10	24.61	1.055	1.013	5.58	40.12	8.00	29.34	70	1.047	79.0	NaN	Specific Gravity	All Grain	1.0	NaN	NaN	NaN	5889.0
6	7	Russian River Pliny the Elder (original)	/homebrew/recipe/view/37534/russian-river-pliny-the-elder-original-	Imperial IPA	86	22.71	1.072	1.018	7.09	268.71	6.33	30.28	90	NaN	75.0	NaN	Specific Gravity	All Grain	NaN	NaN	NaN	NaN	1051.0
7	8	Spotted Clown (New Glarus Spotted Cow clone)	/homebrew/recipe/view/672/spotted-clown-new-glarus-spotted-cow-clone-	Cream Ale	45	20.82	1.054	1.014	5.36	19.97	5.94	28.39	75	1.040	70.0	1.4	Specific Gravity	All Grain	NaN	NaN	corn sugar	4.2 oz	116.0
8	9	Chocolate Vanilla Porter	/homebrew/recipe/view/29265/chocolate-vanilla-porter	Robust Porter	129	22.71	1.060	1.016	5.77	31.63	34.76	30.28	75	1.042	73.0	NaN	Specific Gravity	All Grain	NaN	NaN	corn sugar	4 oz	116.0
9	10	Mango Habanero IPA	/homebrew/recipe/view/61082/mango-habanero-ipa	Imperial IPA	86	20.82	1.080	1.017	8.22	93.02	8.29	28.39	60	1.058	70.0	NaN	Specific Gravity	All Grain	NaN	21.11	Corn Sugar	4.6 oz / .66 C	NaN

	BeerID	Name	URL	Style	StyleID	Size(L)	OG	FG	ABV	IBU	Color	BoilSize	BoilTime	BoilGravity	Efficiency	MashThickness	SugarScale	BrewMethod	PitchRate	PrimaryTemp	PrimingMethod	PrimingAmount	UserId
73851	73852	Blonde Stout	/homebrew/recipe/view/615556/blonde-stout	Experimental Beer	67	20.82	1.076	1.021	7.24	52.94	7.25	15.14	60	1.105	75.0	NaN	Specific Gravity	Partial Mash	0.75	21.11	Corn Sugar	NaN	NaN
73852	73853	Session Simcoe	/homebrew/recipe/view/618629/session-simcoe	American Pale Ale	10	21.00	1.038	1.008	4.05	36.60	10.04	28.50	60	1.028	70.0	3.0	Specific Gravity	All Grain	NaN	20.00	NaN	NaN	NaN
73853	73854	Chris ford wheat ipa	/homebrew/recipe/view/602248/chris-ford-wheat-ipa	American IPA	7	18.93	1.073	1.018	7.15	0.00	6.01	22.71	60	1.060	70.0	NaN	Specific Gravity	BIAB	NaN	NaN	NaN	NaN	4689.0
73854	73855	X Files American Ale	/homebrew/recipe/view/603016/x-files-american-ale	American Pale Ale	10	18.93	1.064	1.016	6.26	0.00	9.60	28.39	60	1.042	75.0	NaN	Specific Gravity	BIAB	NaN	NaN	NaN	NaN	NaN
73855	73856	Unicorn Pee	/homebrew/recipe/view/607368/unicorn-pee	American IPA	7	22.71	1.065	1.014	6.71	49.35	4.73	15.14	30	1.098	55.0	NaN	Specific Gravity	Partial Mash	0.50	NaN	NaN	NaN	NaN
73856	73857	Amber Alfie 2	/homebrew/recipe/view/609673/amber-alfie-2	British Strong Ale	36	21.00	1.052	1.012	5.22	39.73	6.96	18.00	60	1.060	63.0	3.0	Specific Gravity	All Grain	1.25	20.00	NaN	NaN	59658.0
73857	73858	Rye IPA	/homebrew/recipe/view/610955/rye-ipa	Specialty IPA: Rye IPA	151	10.00	1.059	1.010	6.37	59.21	7.90	17.00	60	1.034	60.0	NaN	Specific Gravity	BIAB	0.50	22.00	NaN	NaN	NaN
73858	73859	SK-Kölsch	/homebrew/recipe/view/586891/	NaN	111	16.00	1.046	1.008	5.01	25.42	3.63	18.00	90	1.041	65.0	NaN	Specific Gravity	BIAB	0.35	17.00	sucrose	140 g	82450.0
73859	73860	Flata Rødkløver	/homebrew/recipe/view/603788/	Irish Red Ale	92	24.00	1.051	1.014	4.82	25.65	14.12	28.00	60	1.043	72.0	NaN	Specific Gravity	All Grain	NaN	18.00	Sukkerlake	5 g sukker/l	NaN
73860	73861	Elvis Juice IPA Clone	/homebrew/recipe/view/613776/elvis-juice-ipa-clone	American IPA	7	20.00	1.060	1.010	6.55	57.09	8.65	12.00	60	1.056	70.0	NaN	Specific Gravity	Partial Mash	NaN	18.00	NaN	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Symbol

Dash Punctuation

Open Punctuation

Close Punctuation

Currency Symbol

Control

Other Number

Modifier Symbol

Other Letter

Space Separator

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Letterlike Symbols

Currency Symbols

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common